cxcscmu/SkillLearnBench - Page 3

anthropic-brand

Anthropic's official brand color palette, typography, and design tokens for use in branded materials.

pillow-technical-drawing

Creating technical diagrams and exploded-view illustrations using Python Pillow with geometric primitives and text annotations.

chinese-rhyme-modern

Modern Mandarin rhyme groups for classical Chinese poetry composition, mapping finals to rhyme categories.

seven-char-regulated-verse

Rules and structure of Chinese seven-character regulated verse (七言律诗), including tonal patterns, parallelism, and rhyme schemes.

ca-small-claims-sc100

California SC-100 Small Claims Court form field mapping and filling guide.

pdf-form-filling

Fill PDF form fields using pypdf library in Python, including text fields and checkboxes.

custom-distance-metrics

Define custom distance/similarity metrics for DBSCAN clustering with sklearn, using weighted Euclidean distances.

parallel-processing

Parallel processing with joblib for grid search and batch computations across multiple CPU cores.

pareto-optimization

Multi-objective optimization with Pareto frontiers for finding trade-off solutions between conflicting objectives.

cvss-score-extraction

Extract CVSS scores from vulnerability data sources with proper fallback handling across NVD, GHSA, and RedHat sources.

trivy-offline-vulnerability-scanning

Use Trivy vulnerability scanner in offline mode to discover security vulnerabilities in dependency files.

vulnerability-csv-reporting

Generate structured CSV security audit reports from vulnerability data with proper filtering and formatting.

geojson-processing

Loading and processing GeoJSON earthquake and plate boundary data with GeoPandas for spatial analysis.

geopandas-projections

Using GeoPandas coordinate projections for accurate distance calculations on geospatial data.

plate-tectonics-analysis

Analyzing earthquake data relative to tectonic plate boundaries using PB2002 dataset and GeoPandas.

enterprise-data-retrieval

Techniques for retrieving structured information from enterprise Slack/document JSON data files.

json-data-analysis

Patterns for analyzing and outputting structured JSON answers from enterprise data queries.

13f-data-analysis

Analyze SEC 13-F filings data including AUM, holdings count, and cross-quarter comparisons using TSV files.

fuzzy-search

Fuzzy string matching for fund names and stock CUSIPs using thefuzz library.

druid-javascript-rce

Apache Druid JavaScript RCE vulnerability (CVE-2021-25646) fix via @JacksonInject hardening and constructor validation.

jackson-inject-security

Preventing Jackson @JacksonInject override attacks where JSON input can replace server-side injected values.

gh-cli-pr-stats

Computing pull request statistics (merge time, top contributors) from gh CLI JSON output using jq.

gh-cli-search

Using the gh CLI to search and list GitHub issues and pull requests with date filters and label queries.

jq-processing

Using jq to parse, filter, and aggregate JSON data from CLI tools for generating reports.

pytorch-preference-optimization

PyTorch patterns for implementing preference optimization losses (DPO, SimPO, etc.) for LLM training.

simpo-loss

SimPO (Simple Preference Optimization) loss computation for LLM alignment without a reference model.

docx-conditionals

Handle conditional sections in Word templates with IF/END_IF markers, removing or keeping content based on data values.

python-docx

Manipulate Word .docx files with python-docx, including handling split placeholders across runs and conditional sections.

docx-pptx-extraction

Extract text from DOCX and PPTX files using python-docx and python-pptx for content analysis.

file-classification

Classify academic papers and documents into subject categories using keyword-based text analysis.

pdf-text-extraction

Extract text from PDF files using Python libraries (PyPDF2, pdfplumber) for content analysis and classification.

python-scala-collections

Guide for mapping Python collection types and operations to Scala equivalents.

python-scala-functional

Guide for translating Python functional patterns (map, flatMap, Option, monads) to idiomatic Scala.

python-scala-idioms

Guide for writing idiomatic Scala including naming conventions, error handling, and pattern matching.

python-scala-oop

Guide for translating Python classes, inheritance, ABC, generics and builder patterns to idiomatic Scala.

python-scala-syntax-mapping

Reference for translating Python syntax constructs (enums, dataclasses, type vars, protocols) to Scala equivalents.

calendar-parsing

Techniques for parsing visual calendar PDFs to extract appointment blocks, free slots, and time boundaries.

email-scheduling

Workflow for parsing meeting request emails, matching constraints to calendar availability, and generating reply files.

d3-csv-loading

Load and parse CSV data with D3.js v6 using d3.csv() and d3.autoType for local file serving.

d3-data-table

Build interactive HTML data tables with D3.js v6, including row highlighting and click-based selection synced with charts.